{"id":"W4221090906","doi":"10.1101/2022.03.21.485221","title":"Genomic insights into metabolic flux in ruby-throated hummingbirds","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Hummingbird; Transcriptome; GLUT4; Gene; Model organism; Glucose transporter; Fructose; Genetics; Gene expression; Biochemistry; Ecology; Insulin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007979322,0.0002506196,0.0001881643,0.0007643157,0.0001887687,0.0003118677,0.0001342801,0.0002721958,0.001247477],"category_scores_gemma":[0.0001744731,0.0001670093,0.000258124,0.0004284841,0.0001185449,0.0001715207,0.0002226848,0.0002674879,0.0004081787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788166,"about_ca_system_score_gemma":0.00009906256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683883,"about_ca_topic_score_gemma":0.002246746,"domain_scores_codex":[0.999949,0.000003914749,0.000001903462,0.00002854001,0.000008023845,0.000008680777],"domain_scores_gemma":[0.9999089,0.00002147333,0.00003001518,0.000008193164,0.00001552474,0.00001587207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002563629,0.00001554686,0.02076665,0.0001305665,0.00004026277,0.0002370203,0.0002318558,0.0007355311,0.9670336,0.0001854304,0.0001748642,0.01019241],"study_design_scores_gemma":[0.00001015664,0.0001242382,0.9200634,0.0000312327,0.00006888077,0.0005996797,0.0003140694,0.003019477,0.06874646,0.0003458686,0.006657868,0.00001866291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903226,0.0005350562,0.004212442,0.00003922286,0.00001071668,0.000009068451,0.004103183,0.0001253519,0.0006423036],"genre_scores_gemma":[0.9728055,0.0004731889,0.01178756,0.00009196415,0.00002169662,0.00002431174,0.01308454,0.0001024031,0.001608839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683883,"threshold_uncertainty_score":0.00417316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060381221291957,"score_gpt":0.2182806199095131,"score_spread":0.2076768076965936,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}